Kolar ML Lab
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Instrumental Variable Value Iteration for Causal Offline Reinforcement Learning
Luofeng Liao
,
Zuyue Fu
,
Zhuoran Yang
,
Mladen Kolar
,
Zhaoran Wang
Statistical Inference for Networks of High-Dimensional Point Processes
Xu Wang
,
Mladen Kolar
,
Ali Shojaie
Convergence Analysis of Accelerated Stochastic Gradient Descent under the Growth Condition
You-Lin Chen
,
Sen Na
,
Mladen Kolar
Posterior Ratio Estimation for Latent Variables
Yulong Zhang
,
Mingxuan Yi
,
Song Liu
,
Mladen Kolar
Natural Actor-Critic Converges Globally for Hierarchical Linear Quadratic Regulator
Yuwei Luo
,
Zhuoran Yang
,
Zhaoran Wang
,
Mladen Kolar
Constrained High Dimensional Statistical Inference
Ming Yu
,
Varun Gupta
,
Mladen Kolar
Distributed Stochastic Multi-Task Learning with Graph Regularization
Weiran Wang
,
Jialei Wang
,
Mladen Kolar
,
Nathan Srebro
Distributed Multi-Task Learning with Shared Representation
Jialei Wang
,
Mladen Kolar
,
Nathan Srebro
Inference for Sparse Conditional Precision Matrices
Jialei Wang
,
Mladen Kolar
Mean and variance estimation in high-dimensional heteroscedastic models with non-convex penalties
James Sharpnack
,
Mladen Kolar
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